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Table 5 Clustering results with no prior knowledge provided on diagnosis

From: A probabilistic approach for pediatric epilepsy diagnosis using brain functional connectivity networks

 

Condition

 
 

Healthy

Epileptic

 

Clustered as Epilepsy

0

9

Positive predictive value (%)

100

Clustered as Healthy

7

2

Negative predictive value (%)

77.8

 

Sensitivity (%)

81.8

Specificity (%)

100

Accuracy (%)

88.9

Subject ID

E s

D s

Probability (%)

PC01

0

11

0

PC02

0

20

0

PC03

0

14

0

PC04

2

18

11

PC05

0

3

0

PC06

0

20

0

PC07

1

5

20

PE01

12

14

86

PE02

67

67

100

PE03

10

39

25

PE04

12

18

66

PE05

21

30

70

PE06

66

77

86

PE07

30

40

75

PE08

23

25

92

PE09

25

25

100

PE10

5

6

83

PE11

3

13

23